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<title>Рекомендовать или не рекомендовать — пуcть решает ML! Часть 2 OTUS</title>
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<meta name="description" content="Запись второго дня интенсива онлайн-курса "Machine Learning. Advanced" Во второй день мы поговорили о более продвинутых методах на основе матричных разложений, а также изучили готовые инструменты и библиотеки для построения рекомендательных систем. Запись первой части смотрите здесь. Спикер: Мария Тихонова Senior Data Scientist SberDevices, преподаватель ВШЭ и OTUS Смотреть записи других вебинаров: Байесовский взгляд на машинное" />
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<h1 class="post-title">
Рекомендовать или не рекомендовать — пуcть решает ML! Часть 2
</h1>
<a href="https://otus.ru/journal/rekomendovat-ili-ne-rekomendovat-puct-reshaet-ml-chast-2/" class="date-link" data-wpel-link="internal"><time class="post-date">3 ноября, 2022</time></a>
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<p class="ez-toc-title " >Содержание</p>
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<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class="ez-toc-link ez-toc-heading-1" href="#%D0%97%D0%B0%D0%BF%D0%B8%D1%81%D1%8C_%D0%B2%D1%82%D0%BE%D1%80%D0%BE%D0%B3%D0%BE_%D0%B4%D0%BD%D1%8F_%D0%B8%D0%BD%D1%82%D0%B5%D0%BD%D1%81%D0%B8%D0%B2%D0%B0_%D0%BE%D0%BD%D0%BB%D0%B0%D0%B9%D0%BD-%D0%BA%D1%83%D1%80%D1%81%D0%B0_%C2%ABMachine_Learning_Advanced%C2%AB" title="Запись второго дня интенсива онлайн-курса «Machine Learning. Advanced«">Запись второго дня интенсива онлайн-курса «Machine Learning. Advanced«</a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class="ez-toc-link ez-toc-heading-2" href="#%D0%A1%D0%BC%D0%BE%D1%82%D1%80%D0%B5%D1%82%D1%8C_%D0%B7%D0%B0%D0%BF%D0%B8%D1%81%D0%B8_%D0%B4%D1%80%D1%83%D0%B3%D0%B8%D1%85_%D0%B2%D0%B5%D0%B1%D0%B8%D0%BD%D0%B0%D1%80%D0%BE%D0%B2" title="Смотреть записи других вебинаров:">Смотреть записи других вебинаров:</a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class="ez-toc-link ez-toc-heading-3" href="#%D0%91%D0%B0%D0%B9%D0%B5%D1%81%D0%BE%D0%B2%D1%81%D0%BA%D0%B8%D0%B9_%D0%B2%D0%B7%D0%B3%D0%BB%D1%8F%D0%B4_%D0%BD%D0%B0_%D0%BC%D0%B0%D1%88%D0%B8%D0%BD%D0%BD%D0%BE%D0%B5_%D0%BE%D0%B1%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D0%B5" title="Байесовский взгляд на машинное обучение">Байесовский взгляд на машинное обучение</a></li></ul></li></ul></li></ul></li></ul></nav></div>
<h2 class="wp-block-heading"><span class="ez-toc-section" id="%D0%97%D0%B0%D0%BF%D0%B8%D1%81%D1%8C_%D0%B2%D1%82%D0%BE%D1%80%D0%BE%D0%B3%D0%BE_%D0%B4%D0%BD%D1%8F_%D0%B8%D0%BD%D1%82%D0%B5%D0%BD%D1%81%D0%B8%D0%B2%D0%B0_%D0%BE%D0%BD%D0%BB%D0%B0%D0%B9%D0%BD-%D0%BA%D1%83%D1%80%D1%81%D0%B0_%C2%ABMachine_Learning_Advanced%C2%AB"></span>Запись второго дня интенсива онлайн-курса <a href="https://otus.ru/lessons/advanced-ml/?utm_source=oj&utm_medium=affilate&utm_campaign=ml-advanced&mxm=[[hash_metrika]]&relogin=True&token=[[token]]" target="_blank" rel="noreferrer noopener nofollow external" data-wpel-link="external" class="wpel-icon-right">«<strong>Machine Learning. Advanced</strong><span class="wpel-icon wpel-image wpel-icon-6"></span></a>«<span class="ez-toc-section-end"></span></h2>
<figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper">
<iframe title="Демо-занятие курса «Machine Learning. Advanced» День 2" width="770" height="433" src="https://www.youtube.com/embed/Du9NwtfDZ9M?start=13&feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div></figure>
<p>Во второй день мы поговорили о более продвинутых методах на основе матричных разложений, а также изучили готовые инструменты и библиотеки для построения рекомендательных систем.</p>
<p>Запись первой части смотрите <a href="https://otus.ru/journal/rekomendovat-ili-ne-rekomendovat-puct-reshaet-ml/?utm_source=oj&utm_medium=affilate&utm_campaign=ml-advanced&mxm=[[hash_metrika]]&relogin=True&token=[[token]]" target="_blank" rel="noopener" title="" data-wpel-link="internal">здесь.</a></p>
<div class="wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-layout-2 wp-block-columns-is-layout-flex">
<div class="wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:15%">
<div class="wp-block-image"><figure class="aligncenter size-large"><img decoding="async" width="80" height="80" src="https://otus.ru/journal/wp-content/uploads/2022/11/Mariya_Tihonova_80x80.png" alt="Рекомендовать или не рекомендовать — пуcть решает ML! Часть 2" class="wp-image-4881"/></figure></div>
</div>
<div class="wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:2%"></div>
<div class="wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:55%">
<p class="has-text-align-left" style="line-height:1.5"><strong>Спикер: <strong>Мария Тихонова</strong></strong> </p>
<p class="has-text-align-left" style="line-height:1.5">Senior Data Scientist SberDevices, преподаватель ВШЭ и OTUS</p>
</div>
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<h5 class="wp-block-heading"><span class="ez-toc-section" id="%D0%91%D0%B0%D0%B9%D0%B5%D1%81%D0%BE%D0%B2%D1%81%D0%BA%D0%B8%D0%B9_%D0%B2%D0%B7%D0%B3%D0%BB%D1%8F%D0%B4_%D0%BD%D0%B0_%D0%BC%D0%B0%D1%88%D0%B8%D0%BD%D0%BD%D0%BE%D0%B5_%D0%BE%D0%B1%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D0%B5"></span><a href="https://otus.ru/lessons/advanced-ml/?utm_source=oj&utm_medium=affilate&utm_campaign=ml-advanced&mxm=[[hash_metrika]]&relogin=True&token=[[token]]#event-2425" target="_blank" rel="noopener nofollow external noreferrer" title="" data-wpel-link="external" class="wpel-icon-right">Байесовский взгляд на машинное обучение<span class="wpel-icon wpel-image wpel-icon-6"></span></a><span class="ez-toc-section-end"></span></h5>
<p>На занятии погрузились в тему байесовского подхода к машинному обучению – науку о том, как встроить априорные «экспертные» знания в модели машинного обучения. Узнали, когда и зачем нам все это нужно, и прониклись байесианской философией. <strong><a href="https://otus.ru/lessons/advanced-ml/?utm_source=oj&utm_medium=affilate&utm_campaign=ml-advanced&mxm=[[hash_metrika]]&relogin=True&token=[[token]]#event-2425" target="_blank" rel="noopener nofollow external noreferrer" title="" data-wpel-link="external" class="wpel-icon-right">Смотреть<span class="wpel-icon wpel-image wpel-icon-6"></span></a></strong></p>
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